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Pacific Gas and Electric Company

Data Scientist, Senior

Oakland, CAPosted Today

Job Description

  • Develop, calibrate, validate, and maintain scalable computer vision ML algorithms to extract intelligence from image-based data.
  • Iterate and incorporate new ML algorithms to continuously improve product performance under a variety of conditions.
  • Identify optimal analytical methods and solutions for algorithm development.
  • Provide insight and recommendations for the architecture design based on information obtained from machine learning algorithms, advanced mathematical models, and business expertise.
  • Create data pipelines to add structure to the resultant data extracted from images, and work to integrate the data into other algorithms and visualization tools and platforms.
  • Provide technical expertise in building an analytics-driven product pipeline.
  • Assess needs and recommend experiments and projects, suggest new algorithmic development, and drive tactical decisions about approaches and data requirements.
  • Collaborate with end-user and product owners to understand computer vision needs.
  • Design and implement methodologies for testing and accuracy assessment.
  • Provide production support for computer vision components.
  • Further the goals and positive, professional image of the Division through effective dealings with customers, stakeholders and other MEPPI divisions.
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    10001+ employees
    Oakland, California, US
    Website
    Data Scientist, Senior at Pacific Gas and Electric Company | Renata